{"title":"Deep Self‐taught Learning in Remote Sensing","authors":"R. Roscher","doi":"10.1002/9781119646181.ch4","DOIUrl":"https://doi.org/10.1002/9781119646181.ch4","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115393998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Emulating Ecological Memory with Recurrent Neural Networks","authors":"B. Kraft, S. Besnard, Sujan Koirala","doi":"10.1002/9781119646181.ch18","DOIUrl":"https://doi.org/10.1002/9781119646181.ch18","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131063024","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Review of Deep Learning for Cryospheric Studies","authors":"Lin Liu","doi":"10.1002/9781119646181.ch17","DOIUrl":"https://doi.org/10.1002/9781119646181.ch17","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127575997","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Applications of Deep Learning in Hydrology","authors":"Chaopeng Shen, K. Lawson","doi":"10.1002/9781119646181.ch19","DOIUrl":"https://doi.org/10.1002/9781119646181.ch19","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116725118","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Recurrent Neural Networks and the Temporal Component","authors":"Marco Körner, M. Rußwurm","doi":"10.1002/9781119646181.ch8","DOIUrl":"https://doi.org/10.1002/9781119646181.ch8","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123107062","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wei He, D. Hong, G. Scarpa, Tatsumi Uezato, N. Yokoya
{"title":"Multisource Remote Sensing Image Fusion","authors":"Wei He, D. Hong, G. Scarpa, Tatsumi Uezato, N. Yokoya","doi":"10.1002/9781119646181.ch10","DOIUrl":"https://doi.org/10.1002/9781119646181.ch10","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"65 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128241859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xavier-Andoni Tibau, Christian Reimers, C. Requena-Mesa, J. Runge
{"title":"Spatio‐temporal Autoencoders in Weather and Climate Research","authors":"Xavier-Andoni Tibau, Christian Reimers, C. Requena-Mesa, J. Runge","doi":"10.1002/9781119646181.ch13","DOIUrl":"https://doi.org/10.1002/9781119646181.ch13","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"04 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129973324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Deep Learning‐based Semantic Segmentation in Remote Sensing","authors":"D. Tuia, Diego Marcos, K. Schindler, B. L. Saux","doi":"10.1002/9781119646181.ch5","DOIUrl":"https://doi.org/10.1002/9781119646181.ch5","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"55 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133122175","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Deep Learning to Improve Weather Predictions","authors":"P. Dueben, P. Bauer, Samantha V. Adams","doi":"10.1002/9781119646181.ch14","DOIUrl":"https://doi.org/10.1002/9781119646181.ch14","url":null,"abstract":"","PeriodicalId":375839,"journal":{"name":"Deep Learning for the Earth Sciences","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132057942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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